James Denny is the Enterprise Data Architect at Civitech. James strives to increase the quality & completeness of voter data in the progressive ecosystem. These are some of the challenges the Civitech data team tackles: * deduplication & matching across voterfile sources, * finding & integrating public information sources that help identify people not already in voterfiles, * criteria and tracking of outreach to people that aren't registered at their current address, * experimental study of factors that impact new/updated voter registrations & turnout, * geocoding & visualizing this data on maps from individual address points through precincts and districts up to nationwide overview.